Statistical analysis : an interdisciplinary introduction to univariate & multivariate methods /

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Bibliographic Details
Main Author: Kachigan, Sam Kash
Format: Book
Language:English
Published: New York : Radius Press, ©1986.
Subjects:
Table of Contents:
  • Part 1. Fundamental concepts:
  • The nature of statistical analysis
  • Objects, variables, and scales
  • Part 2. Data reduction:
  • Frequency distributions
  • Central tendency
  • Variation
  • Part 3. Basic probability:
  • Sampling distributions
  • Parameter estimation
  • Hypothesis testing
  • Part 4. Association (Multivariate analysis):
  • Correlation analysis
  • Regression analysis
  • Analysis of variance
  • Analysis of category data
  • Discriminant analysis
  • Factor analysis
  • Cluster analysis
  • Multidimensional scaling
  • Part 5. Selected subjects:
  • Time series analysis
  • Nonparametirc analysis
  • Advanced probability topics
  • Decision analysis.